Variable Selection for Model-Based Clustering of Continuous, Count, Categorical or Mixed-Type Data Set with Missing Values

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Documentation for package ‘VarSelLCM’ version 2.0.1

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VarSelLCM-package Variable Selection in model-based clustering managed by the Latent Class Model for analysis mixed-type data with missing values.
heart Heart desease data set
summary Summary function.
summary-method Summary function.
VarSelCluster This function performs the variable selection and the maximum likelihood estimation of the Latent Class Model
VarSelLCM Variable Selection in model-based clustering managed by the Latent Class Model for analysis mixed-type data with missing values.
VSLCMcriteria-class Constructor of ['VSLCMcriteria'] class
VSLCMdataCategorical-class Constructor of ['VSLCMdataCategorical'] class
VSLCMdataContinuous-class Constructor of ['VSLCMdataContinuous'] class
VSLCMdataInteger-class Constructor of ['VSLCMdataInteger'] class
VSLCMdataMixed-class Constructor of ['VSLCMdataMixed'] class n le nombre d'observations. d le nombre de variables. withContinuous boolien qui indique si variables continues ou pas. withInteger boolien qui indique si variables entieres ou pas. withCategorica boolien qui indique si variables categorielles ou pas. dataContinuous objet de la calsse VSLCMdataContinuous pour la partie continue des donnees. dataInteger objet de la classe VSLCMdataInteger pour la partie entiere des donnees. dataCategorical objet de la classe VSLCMdataCategorical pour la partie categorielle des donnees. var.names caracteres contenant les noms des variables.
VSLCMmodel-class Constructor of ['VSLCMmodel'] class
VSLCMparamCategorical-class Constructor of ['VSLCMparamCategorical'] class
VSLCMparamContinuous-class Constructor of ['VSLCMparamContinuous'] class
VSLCMparamInteger-class Constructor of ['VSLCMparamInteger'] class
VSLCMparamMixed-class Constructor of ['VSLCMparamMixed'] class
VSLCMpartitions-class Constructor of ['VSLCMpartitions'] class
VSLCMresultsCategorical-class Constructor of ['VSLCMresultsCategorical'] class
VSLCMresultsContinuous-class Constructor of ['VSLCMresultsContinuous'] class
VSLCMresultsInteger-class Constructor of ['VSLCMresultsInteger'] class
VSLCMresultsMixed-class Constructor of ['VSLCMresultsMixed'] class
VSLCMstrategy-class Constructor of ['VSLCMstrategy'] class